LBKT: A LSTM BERT-Based Knowledge Tracing Model for Long-Sequence Data.
Zhaoxing LiJujie YangJindi WangLei ShiJiayi FengSebastian SteinPublished in: ITS (2) (2024)
Keyphrases
- data sets
- experimental data
- prior knowledge
- test data
- expert knowledge
- probability distribution
- knowledge discovery
- raw data
- input data
- empirical data
- formal model
- conceptual model
- computational model
- knowledge acquisition
- prior information
- data quality
- network structure
- data collection
- data processing
- end users
- data sources
- simulation data
- training data
- measured data
- background knowledge
- domain experts
- synthetic data
- data mining techniques
- probabilistic model
- domain knowledge
- expert systems
- statistical model
- mathematical model
- human experts
- missing data
- learning models
- data model
- reasoning process
- objective function